Evolution of network structure by temporal learning

Details Evolution of network structure by temporal learning Evolution of network structure by temporal learning

2008-11-26

arxiv.org/abs/0811.4306v1

Nonlinear Sciences

Chaotic Dynamics

revised manuscript in communication

Scientific paper

10.1016/j.physa.2008.12.073

We study the effect of learning dynamics on network topology. A network of discrete dynamical systems is considered for this purpose and the coupling strengths are made to evolve according to a temporal learning rule that is based on the paradigm of spike-time-dependent plasticity. This incorporates necessary competition between different edges. The final network we obtain is robust and has a broad degree distribution.

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